{"id":7805,"date":"2026-04-06T13:01:20","date_gmt":"2026-04-06T10:01:20","guid":{"rendered":"http:\/\/intelsiberia.ru\/?page_id=7805"},"modified":"2026-04-06T13:06:37","modified_gmt":"2026-04-06T10:06:37","slug":"pzm-33","status":"publish","type":"page","link":"http:\/\/intelsiberia.ru\/en\/pzm-33\/","title":{"rendered":"NETWORK ANALYSIS OF PARTY DISCOURSE IN THE USSR, 1923-1927: BASED ON THE STENOGRAMS OF THE XII-XV CONGRESSES OF THE ALL-UNION COMMUNIST PARTY (BOLSHEVIKS)"},"content":{"rendered":"\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-intelsiberia wp-block-embed-intelsiberia\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"UQG0ZgUauP\"><a href=\"http:\/\/intelsiberia.ru\/underthebannerofmarxism-2026-t-2-1\/\">\u041f\u043e\u0434 \u0437\u043d\u0430\u043c\u0435\u043d\u0435\u043c \u043c\u0430\u0440\u043a\u0441\u0438\u0437\u043c\u0430 | Under the Banner of Marxism, 2026. \u0422. 2. \u21161<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u00ab\u041f\u043e\u0434 \u0437\u043d\u0430\u043c\u0435\u043d\u0435\u043c \u043c\u0430\u0440\u043a\u0441\u0438\u0437\u043c\u0430 | Under the Banner of Marxism, 2026. \u0422. 2. \u21161\u00bb &#8212; \u0418\u043d\u0442\u0435\u043b\u0441\u0438\u0431\u0435\u0440\u0438\u0430 (Intelsiberia)\" src=\"http:\/\/intelsiberia.ru\/underthebannerofmarxism-2026-t-2-1\/embed\/#?secret=Lp81eKNG20#?secret=UQG0ZgUauP\" data-secret=\"UQG0ZgUauP\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator alignfull has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"6\" style=\"font-size:14px\">\u0423\u0414\u041a 572+130.2<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"{text-align: justify;} has-medium-font-size wp-block-paragraph\" style=\"text-transform:uppercase\"><strong>NETWORK ANALYSIS OF PARTY DISCOURSE IN THE USSR, 1923-1927: BASED ON THE STENOGRAMS OF THE XII-XV CONGRESSES OF THE ALL-UNION COMMUNIST PARTY (BOLSHEVIKS)<\/strong><\/p>\n\n\n\n<p class=\"{text-align: justify;} wp-block-paragraph\"><strong>Zotov S.O.<sup>1<\/sup><\/strong><\/p>\n\n\n\n<p class=\"{text-align: justify;} wp-block-paragraph\"><sup>1<\/sup> Siberian Federal University, Krasnoyarsk, Russia. <\/p>\n\n\n\n<p class=\"{text-align: justify;} wp-block-paragraph\"><br><strong>Abstract<\/strong>. This article analyzes party discourse during the period 1923-1927 using the stenograms of the XII-XV Congresses of the Russian Communist Party (Bolsheviks)-All-Union Communist Party (Bolsheviks). The study was conducted using network analysis. Based on frequency lemmatization of the texts and the calculation of pointwise mutual information (PMI), a weighted graph of lexical connections was constructed, to which the Louvain clustering algorithm was applied. Five stable thematic clusters were identified, reflecting key areas of intra-party discussion such as: intra-party struggle, ideological work and personnel, world revolution, party building, and economics. Centrality metrics showed that the absolute semantic core of the discourse is the concept of \u00abbourgeoisie,\u00bb around which all other concepts were structured. The words \u00abdiscussion,\u00bb \u00abdeviation,\u00bb and \u00abdanger\u00bb exhibit a high degree of betweenness centrality. A comparative analysis of the clusters showed that while all themes were almost equally prevalent, the areas of intra-party struggle and ideological work were the most saturated, whereas economic issues occupied a peripheral position. The results obtained allow for the reconstruction of the structure of party discourse and the identification of key themes for the legitimation of ideas within the context of intra-party struggle.<\/p>\n\n\n\n<p class=\"{text-align: justify;} wp-block-paragraph\"><br><strong>Keywords<\/strong>: NETWORK ANALYSIS, PARTY DISCOURSE, ALL-UNION COMMUNIST PARTY (BOLSHEVIKS), INTRAPARTY STRUGGLE, CONGRESS STENOGRAMS.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>References<\/strong><\/summary>\n<p class=\"wp-block-paragraph\">1. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u0410\u043f\u0430\u043b\u044c\u043a\u043e\u0432, \u0414. \u0418. \u041a\u043e\u043b\u043b\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u0431\u043e\u043b\u044c\u0448\u0435\u0432\u0438\u0441\u0442\u0441\u043a\u043e\u0439 \u043f\u0430\u0440\u0442\u0438\u0438 \u043a\u0430\u043a \u043c\u043e\u0434\u0435\u043b\u044c \u0432\u043b\u0430\u0441\u0442\u0438 \u0432 \u0443\u0441\u043b\u043e\u0432\u0438\u044f\u0445 \u0432\u043d\u0443\u0442\u0440\u0438\u043f\u0430\u0440\u0442\u0438\u0439\u043d\u043e\u0439 \u0431\u043e\u0440\u044c\u0431\u044b 1920-\u0445 \u0433\u0433. \/ \u0414. \u0418. \u0410\u043f\u0430\u043b\u044c\u043a\u043e\u0432 \/\/ \u0418\u0441\u0442\u043e\u0440\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0436\u0443\u0440\u043d\u0430\u043b: \u043d\u0430\u0443\u0447\u043d\u044b\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f. &#8211; 2018. &#8211; \u2116 1. &#8211; \u0421. 1-12.&nbsp; EDN: YWSRSC&nbsp; &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u0411\u0430\u0440\u0430\u043d\u043e\u0432, \u0410. \u0412. \u0422\u0440\u043e\u0446\u043a\u0438\u0441\u0442\u0441\u043a\u0430\u044f \u043e\u043f\u043f\u043e\u0437\u0438\u0446\u0438\u044f \u043a\u0430\u043a \u043f\u0440\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u0435 \u043b\u0435\u0432\u043e\u0440\u0430\u0434\u0438\u043a\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0442\u0435\u0441\u0442\u0430 \u0432 1926-1929 \u0433\u0433. (\u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u042e\u0433\u0430 \u0420\u043e\u0441\u0441\u0438\u0438) \/ \u0410. \u0412. \u0411\u0430\u0440\u0430\u043d\u043e\u0432 \/\/ \u0413\u0443\u043c\u0430\u043d\u0438\u0442\u0430\u0440\u043d\u044b\u0435 \u0438 \u044e\u0440\u0438\u0434\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f. &#8211; 2018. &#8211; \u2116 4. &#8211; \u0421. 8-15.&nbsp; &nbsp;&nbsp;&nbsp; &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">3. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u0411\u0430\u0440\u0438\u043d\u043e\u0432, \u0414. \u0410. \u0418\u0441\u0442\u043e\u0440\u0438\u043a\u0438 \u0438 \u043e\u043f\u043f\u043e\u0437\u0438\u0446\u0438\u044f \u0432 \u041b\u0435\u043d\u0438\u043d\u0433\u0440\u0430\u0434\u0435 (1920-30-\u0435 \u0433\u0433.) \/ \u0414. \u0410. \u0411\u0430\u0440\u0438\u043d\u043e\u0432 \/\/ \u0412\u0435\u0441\u0442\u043d\u0438\u043a \u041a\u043e\u0441\u0442\u0440\u043e\u043c\u0441\u043a\u043e\u0433\u043e \u0433\u043e\u0441\u0443\u0434\u0430\u0440\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430. &#8211; 2021. &#8211; \u0422. 27. &#8211; \u2116 3. &#8211; \u0421. 25-37.&nbsp; EDN: MBFJAP&nbsp; &nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">4. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u0411\u0430\u0440\u0438\u043d\u043e\u0432, \u0414. \u0410. \u0417\u0438\u043d\u043e\u0432\u044c\u0435\u0432, \u0422\u0440\u043e\u0446\u043a\u0438\u0439, \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442: \u041b\u0435\u0432\u043e\u0435 \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435 \u0432 \u0432\u044b\u0441\u0448\u0435\u0439 \u0448\u043a\u043e\u043b\u0435 \u041f\u0435\u0442\u0440\u043e\u0433\u0440\u0430\u0434\u0430\/\u041b\u0435\u043d\u0438\u043d\u0433\u0440\u0430\u0434\u0430 (1918-1932 \u0433\u0433.) \/ \u0414. \u0410. \u0411\u0430\u0440\u0438\u043d\u043e\u0432. &#8211; \u0421\u0430\u043d\u043a\u0442-\u041f\u0435\u0442\u0435\u0440\u0431\u0443\u0440\u0433: \u041d\u0430\u0443\u043a\u0430, 2023. &#8211; 416 \u0441.&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">5. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u0412\u043e\u0439\u0442\u0438\u043a\u043e\u0432, \u0421. \u0421. \u0421\u0442\u0430\u043b\u0438\u043d \u043f\u0440\u043e\u0442\u0438\u0432 \u0417\u0438\u043d\u043e\u0432\u044c\u0435\u0432\u0430 (\u0421\u0442\u0430\u043b\u0438\u043d\u0438\u0430\u043d\u0430) \/ \u0421. \u0421. \u0412\u043e\u0439\u0442\u0438\u043a\u043e\u0432. &#8211; \u041c\u043e\u0441\u043a\u0432\u0430: \u0412\u0435\u0447\u0435, 2022. &#8211; 544 \u0441.&nbsp; &nbsp; &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">6. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u041b\u0438\u0432\u0448\u0438\u043d, \u0410. \u042f. \u041a\u043e\u043c\u043c\u0443\u043d\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0430\u044f \u043f\u0430\u0440\u0442\u0438\u044f \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u0432\u043b\u0430\u0441\u0442\u0438 \u0432 \u0421\u0421\u0421\u0420 \/ \u0410. \u042f. \u041b\u0438\u0432\u0448\u0438\u043d \/\/ \u041a\u043e\u043d\u0442\u0443\u0440\u044b \u0433\u043b\u043e\u0431\u0430\u043b\u044c\u043d\u044b\u0445 \u0442\u0440\u0430\u043d\u0441\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0439: \u043f\u043e\u043b\u0438\u0442\u0438\u043a\u0430, \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0430, \u043f\u0440\u0430\u0432\u043e. &#8211; 2018. &#8211; \u0422. 11. &#8211; \u2116 3. &#8211; \u0421. 13-35.&nbsp; EDN: VKXUTX&nbsp; &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">7. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u041d\u0438\u043a\u0443\u043b\u0438\u043d, \u0412. \u0412. \u041a\u043b\u0430\u0441\u0441\u043e\u0432\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430 \u0441\u043e\u0432\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u043e\u0431\u0449\u0435\u0441\u0442\u0432\u0430 \u0438 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u043e-\u043f\u0440\u0430\u0432\u043e\u0432\u043e\u0439 \u0441\u0442\u0430\u0442\u0443\u0441 \u043b\u0438\u0447\u043d\u043e\u0441\u0442\u0438 \u0432 \u0441\u043e\u0432\u0435\u0442\u0441\u043a\u043e\u0439 \u0420\u043e\u0441\u0441\u0438\u0438 (1920-\u0435 \u0433\u043e\u0434\u044b) \/ \u0412. \u0412. \u041d\u0438\u043a\u0443\u043b\u0438\u043d \/\/ \u0421\u043e\u0446\u0438\u043e\u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0430. &#8211; 2017. &#8211; \u2116 2. &#8211; \u0421. 1-13.&nbsp; EDN: YGAMLL&nbsp; &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">8. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; \u0420\u0435\u0437\u043d\u0438\u043a, \u0410. \u0412. \u041a \u0438\u0441\u0442\u043e\u0440\u0438\u0438 \u0442\u0440\u043e\u0446\u043a\u0438\u0441\u0442\u0441\u043a\u043e\u0439 \u043e\u043f\u043f\u043e\u0437\u0438\u0446\u0438\u0438 \u043d\u0438\u0437\u043e\u0432 \/ \u0410. \u0412. \u0420\u0435\u0437\u043d\u0438\u043a \/\/ \u0412\u043b\u0430\u0441\u0442\u044c. &#8211; 2014. &#8211; \u2116 5. &#8211; \u0421. 149-152.&nbsp; EDN: SEMRAD&nbsp; &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">9. &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Takala, I. &#8220;Love Live Comrade Trotskii!&#8221; The Discourse on the Intra-Party Opposition in the Documents of the OGPU \/ I. Takala \/\/ Canadian-American Slavic Studies. &#8211; 2019. &#8211; Vol. 53. &#8211; No. 1-2. &#8211; P. 121-148.&nbsp; EDN: SFSNFV&nbsp; &nbsp;<\/p>\n<\/details>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/elibrary.ru\/item.asp?id=89008460\" target=\"_blank\" rel=\"noreferrer noopener\">Get access to the full version of this article<\/a><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0423\u0414\u041a 572+130.2 NETWORK ANALYSIS OF PARTY DISCOURSE IN THE USSR, 1923-1927: BASED ON THE STENOGRAMS OF THE XII-XV CONGRESSES OF THE ALL-UNION COMMUNIST PARTY (BOLSHEVIKS) Zotov S.O.1 1 Siberian Federal University, Krasnoyarsk, Russia. Abstract. This article analyzes party discourse during the period 1923-1927 using the stenograms of the XII-XV Congresses of the Russian Communist Party &#8230; <a title=\"NETWORK ANALYSIS OF PARTY DISCOURSE IN THE USSR, 1923-1927: BASED ON THE STENOGRAMS OF THE XII-XV CONGRESSES OF THE ALL-UNION COMMUNIST PARTY (BOLSHEVIKS)\" class=\"read-more\" href=\"http:\/\/intelsiberia.ru\/en\/pzm-33\/\" aria-label=\"Read more about NETWORK ANALYSIS OF PARTY DISCOURSE IN THE USSR, 1923-1927: BASED ON THE STENOGRAMS OF THE XII-XV CONGRESSES OF THE ALL-UNION COMMUNIST PARTY (BOLSHEVIKS)\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"cybocfi_hide_featured_image":"","_locale":"en_US","_original_post":"http:\/\/intelsiberia.ru\/?page_id=7803","footnotes":""},"wf_page_folders":[316],"class_list":["post-7805","page","type-page","status-publish","en-US"],"acf":[],"_links":{"self":[{"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/pages\/7805","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/comments?post=7805"}],"version-history":[{"count":2,"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/pages\/7805\/revisions"}],"predecessor-version":[{"id":7814,"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/pages\/7805\/revisions\/7814"}],"wp:attachment":[{"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/media?parent=7805"}],"wp:term":[{"taxonomy":"wf_page_folders","embeddable":true,"href":"http:\/\/intelsiberia.ru\/wp-json\/wp\/v2\/wf_page_folders?post=7805"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}